Private Beta Live factory graph

Virtual manufacturing engineer from design to delivery.

Automates DFM, quoting, sourcing, and fulfillment for modern job shops.

Uploads CAD, validates manufacturability, and publishes price + lead time in minutes.

Cycle time reduction: -72%

Live job

Design-to-delivery tracker

Autonomous
Review & Quote

STEP approved with one tolerance tweak. Quote published at $7,480 / 12 days.

Production & Ship

PO sent, payment captured, UPS pickup scheduled for 18:00.

Every stage is logged for audit • Customers track price + delivery in one link.

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How It Works

From CAD to delivery in three autonomous steps.

1. Upload

Drag & drop your CAD files. Our AI parses geometry instantly to identify features and tolerances.

2. Analyze

Get instant DFM feedback, pricing, and lead times. Approve the quote to trigger production.

3. Produce

One-click to source. We match the job to the perfect machine and track it to your door.

Enterprise-grade automation for IP-sensitive factories

Securely runs the design-to-delivery workflow—every DFM call, quote, and shipment decision stays auditable and under your control.

Secure design intake

Encrypted CAD handling, zero-trust access, and redaction workflows keep IP confined to cleared teams.

Audited decision trail

Every manufacturability critique, pricing change, and supplier pick is logged with context for compliance.

Commerce rails built-in

Payment capture, tax, and shipping orchestration run on governed rails so job shops scale without extra back office.

Book a Demo

See the virtual manufacturing engineer run design-to-delivery on your parts.

Systems preview covers

  • CAD upload → autonomous DFM review with instant price and lead-time.
  • Supplier, payment, and shipping orchestration tuned for your shop stack.
  • Compliance-ready audit trail spanning design critiques through fulfillment.

Ideal for digital manufacturing teams running CNC, sheet metal, or additive programs.

Knowing your industry helps us share the most relevant playbooks and beta features.

We'll tailor the preview to your programs and only reach out about availability and private previews.